# com.airaptr/raptr-agent-finder (remote · api.airaptr.com)

Find a free, ready-made AI agent for a task in the open agent registry (RAR).

- Trust score: 67/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-10-18

## Components

- remote · `api.airaptr.com`: 67/100 (this document), [markdown](https://verifymcp.io/servers/com-airaptr-raptr-agent-finder/finder-mcp.md), [page](https://verifymcp.io/servers/com-airaptr-raptr-agent-finder/finder-mcp)

## Channel facts

- Endpoint: `https://api.airaptr.com/finder/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-10-18.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS enforcement could not be verified: the plaintext port answered with HTTP 405, which proves neither a plaintext path nor enforcement.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 79/100
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 495 tokens (~99/item across 5 items; 5 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 7/100
  - Stability observed for 2 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 5 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 6 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 60/100
  - Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28.

## Install

### How do I install the com.airaptr/raptr-agent-finder MCP server?

com.airaptr/raptr-agent-finder is a hosted endpoint at https://api.airaptr.com/finder/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http com-airaptr-raptr-agent-finder 'https://api.airaptr.com/finder/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "com-airaptr-raptr-agent-finder": {
      "url": "https://api.airaptr.com/finder/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "com-airaptr-raptr-agent-finder": {
      "type": "http",
      "url": "https://api.airaptr.com/finder/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.com-airaptr-raptr-agent-finder]
url = "https://api.airaptr.com/finder/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-airaptr-raptr-agent-finder": {
      "type": "remote",
      "url": "https://api.airaptr.com/finder/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-airaptr-raptr-agent-finder --url 'https://api.airaptr.com/finder/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  com-airaptr-raptr-agent-finder:
    url: "https://api.airaptr.com/finder/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "com-airaptr-raptr-agent-finder": {
      "Transport": "http",
      "Url": "https://api.airaptr.com/finder/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add com-airaptr-raptr-agent-finder -t streamable-http -u 'https://api.airaptr.com/finder/mcp'
```

### Other

```json
{
  "mcpServers": {
    "com-airaptr-raptr-agent-finder": {
      "type": "http",
      "url": "https://api.airaptr.com/finder/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-10-18 (score 67, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-17 (score 66, 0)

- [functional improvement] Stability: unverified → 0.03

### 2026-10-16 (score 66)

First indexed and scored.

## MCP tools (5)

### `find_agents` (~113 tokens)

Find existing agents

Searches the open agent registry (about 1,700 single-file agents) for agents that already do what the user wants, for example when they ask 'is there an AI tool for...' or want a ready-made automation instead of building one. Use it before building from scratch, or when the user asks whether an agent exists for a task.

Input parameters:

- `limit` (integer): How many results, default 5
- `query` (string, required): Plain words describing the task, e.g. 'summarize sales calls'

### `get_agent_code` (~60 tokens)

Get an agent's code

Returns the full source of one agent from the registry, by its name (e.g. @bill/neuron_agent), so it can be read or adapted.

Input parameters:

- `name` (string, required): Registry name, e.g. @kody/memory_agent

### `use_agent_here` (~125 tokens)

Use the agent in this chat

Use this right after an agent passes check_agent, or whenever the user wants to try an agent. Returns a short Python runner so you can run the agent in this chat with your own Python tool on the user's own data (pasted text, an uploaded spreadsheet, a list). Nothing to install. If Python is unavailable, apply the agent's logic yourself by reading its code. Ask the user for their real data, run the agent, and show the result in plain words.

Input parameters:

- `filename` (string): The agent file name, e.g. invoice_triage_agent.py

### `how_to_run_agent` (~76 tokens)

Keep an agent running on your computer

Optional, for later: how to keep an agent running on the user's own computer with the free Brainstem. Only offer this after the user has used the agent in the chat and wants to keep it.

Input parameters:

- `filename` (string): The agent file name, if known
- `os` (string): The user's operating system

### `request_service` (~70 tokens)

Ask us to build something

Use when the person wants something none of these tools can do and says yes to passing the request on. Records only the request text they agree to send (no name or contact). Ask before calling it.

Input parameters:

- `request` (string, required): What they want, in a sentence, as they agreed to send it

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/com-airaptr-raptr-agent-finder/finder-mcp#diagnostics

## Score history

- 2026-10-18: 67
- 2026-10-17: 66
- 2026-10-16: 66

## Common questions

### What is the com.airaptr/raptr-agent-finder MCP server?

com.airaptr/raptr-agent-finder is an MCP server listed in the public MCP registry as com.airaptr/raptr-agent-finder. Find a free, ready-made AI agent for a task in the open agent registry (RAR). This page covers its hosted endpoint (https://api.airaptr.com/finder/mcp).

### Is the com.airaptr/raptr-agent-finder MCP server safe to use?

com.airaptr/raptr-agent-finder scores 67 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the com.airaptr/raptr-agent-finder MCP server expose?

com.airaptr/raptr-agent-finder exposes 5 tools: find_agents, get_agent_code, use_agent_here, how_to_run_agent, request_service. Their descriptions and schemas cost roughly 444 tokens of context every time the server is loaded.

### Does the com.airaptr/raptr-agent-finder MCP server require authentication?

No. We connected to com.airaptr/raptr-agent-finder without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the com.airaptr/raptr-agent-finder MCP server still maintained?

com.airaptr/raptr-agent-finder is still listed as active in the MCP registry. We last reached this channel on 18 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://api.airaptr.com/finder/mcp
- Repository: https://github.com/airaptr/airaptr.github.io
- Website: https://airaptr.github.io/
- Changelog RSS feed: https://verifymcp.io/servers/com-airaptr-raptr-agent-finder/finder-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-airaptr-raptr-agent-finder/finder-mcp.json
- HTML version of this page: https://verifymcp.io/servers/com-airaptr-raptr-agent-finder/finder-mcp